Evelyn Deutscher
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View article: Automated Identification of Moderate-to-Severe Traumatic Brain Injury Lesions (AIMS-TBI) MICCAI 2024 Challenge
Automated Identification of Moderate-to-Severe Traumatic Brain Injury Lesions (AIMS-TBI) MICCAI 2024 Challenge Open
T1-weighted (T1-w) anatomical magnetic resonance imaging (MRI) enable us to identify injuries (e.g., extent, location, type of lesion, size etc.) within the brains of individuals with moderate-to-severe traumatic brain injury (ms-TBI). Les…
View article: Enigma's Advanced Guide for Parcellation Error Identification (Eagle-I): An Implementation in the Context of Brain Lesions
Enigma's Advanced Guide for Parcellation Error Identification (Eagle-I): An Implementation in the Context of Brain Lesions Open
View article: Accuracy of FastSurfer cortical parcellation after lesion filling in patients with moderate-to-severe traumatic brain injury
Accuracy of FastSurfer cortical parcellation after lesion filling in patients with moderate-to-severe traumatic brain injury Open
Lesion characteristics (e.g., types, extents, and locations) vary widely in patients with moderate to severe Traumatic Brain Injury (ms-TBI). Automated tools for parcellating anatomical MRI scans, such as FastSurfer, assume the input brain…
View article: Accelerated Aging after Traumatic Brain Injury: an ENIGMA Multi-Cohort Mega-Analysis
Accelerated Aging after Traumatic Brain Injury: an ENIGMA Multi-Cohort Mega-Analysis Open
Objective The long-term consequences of traumatic brain injury (TBI) on brain structure remain uncertain. In light of current evidence that even a single significant brain injury event increases the risk of dementia, brain-age estimation c…
View article: Individualised profiling of white matter organisation in moderate-to-severe traumatic brain injury patients
Individualised profiling of white matter organisation in moderate-to-severe traumatic brain injury patients Open
Individualised profiles may assist clinicians in tracking recovery and planning personalised training programs for chronic m-sTBI patients, which is necessary to achieve optimal behavioural outcomes and improved quality of life.
View article: Individualised Profiling of White Matter Organisation in Moderate-to-Severe Traumatic Brain Injury Patients Using TractLearn: A Proof-of-Concept Study
Individualised Profiling of White Matter Organisation in Moderate-to-Severe Traumatic Brain Injury Patients Using TractLearn: A Proof-of-Concept Study Open
Approximately 65% of moderate-to-severe traumatic brain injury (m-sTBI) patients present with poor long-term behavioural outcomes, which can significantly impair activities of daily living. Numerous diffusion-weighted MRI studies have link…
View article: Personalised structural connectomics for moderate-to-severe traumatic brain injury
Personalised structural connectomics for moderate-to-severe traumatic brain injury Open
Graph theoretical analysis of the structural connectome has been employed successfully to characterise brain network alterations in patients with traumatic brain injury (TBI). However, heterogeneity in neuropathology is a well-known issue …